2 papers
stat.ML2021
Variational Laplace for Bayesian neural networks
Ali Unlu, Laurence Aitchison
We develop variational Laplace for Bayesian neural networks (BNNs) which exploits a local approximation of the curvature of the likelihood to estimate the ELBO without the need for…
stat.ML2020
Variational Laplace for Bayesian neural networks
Ali Unlu, Laurence Aitchison
We develop variational Laplace for Bayesian neural networks (BNNs) which exploits a local approximation of the curvature of the likelihood to estimate the ELBO without the need for…